Unformatted text preview: Laplacian. Finally, we introduce a new class of regularization algorithms, aimed at enforcing smoothness relative to the intrinsic geometry. Suggested Reading • M. Belkin, P. Niyogi. Semi-supervised Learning on Riemannian Manifolds. Machine Learning, 56, Special Issue on Clustering, 209-239, 2004. • M. Belkin, P. Niyogi, V. Sindhwani. On Manifold Regularization. AISTATS 2005....
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- Spring '04
- Manifold, M. Belkin, manifold regularization, intrinsic geometry